Intratumor heterogeneity of EGFR expression mediates targeted therapy resistance and formation of drug tolerant microenvironment.

Epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors are commonly used to treat non-small cell lung cancers with EGFR mutations, but drug resistance often emerges. Intratumor heterogeneity is a known cause of targeted therapy resistance and is considered a major factor in treatment failure. This study identifies clones of EGFR-mutant non-small cell lung tumors expressing low levels of both wild-type and mutant EGFR protein.

Translation, Cultural Adaptation, and Validation of the Vietnamese Version of the Vocal Fatigue Index.

Objectives: The Vocal Fatigue Index (VFI) is widely used to identify vocal fatigue, but no Vietnamese version exists. This study aimed to translate the VFI into Vietnamese and evaluate its reliability and validity among primary school teachers in Vietnam.

Methods: The VFI was translated using a forward-backward method.

Comparative analysis of stomatal pore instance segmentation: Mask R-CNN vs. YOLOv8 on Phenomics Stomatal dataset.

This study conducts a rigorous comparative analysis between two cutting-edge instance segmentation methods, Mask R-CNN and YOLOv8, focusing on stomata pore analysis. A novel dataset specifically tailored for stomata pore instance segmentation, named PhenomicsStomata, was introduced. This dataset posed challenges such as low resolution and image imperfections, prompting the application of advanced preprocessing techniques, including image enhancement using the Lucy-Richardson Algorithm.

Content and face validity of preference-based quality of life instruments in indigenous youth experiencing mental health problems: a qualitative study.

Background: Mainstream preference-based quality of life (QoL) measures have been traditionally based on Western principles of health. It is critical to examine whether existing preference-based QoL measures capture what is important to Indigenous people while being comprehensive and culturally acceptable. This study aims to assess the content and face validity of the EuroQol-5 dimensions 5-levels (EQ-5D-5 L), 12-item short form survey (SF-12), assessment of quality of life-6 dimensions (AQoL-6D), and recovering quality of life 10-item (ReQoL-10) within the context of indigenous youth mental health.